Extends Shapley to MultiTaskTree and ClassificationTree models. For the MultiTaskTree models Shapley Values are returned for each individual task label (e.g. if model predicts y_1 and y_2, we obtain separate Shapley values for y_1 and y_2). ClassificationTree models follow the same implementation as regression trees but are based on numeric class labels.
Extends Shapley to
MultiTaskTreeandClassificationTreemodels. For theMultiTaskTreemodels Shapley Values are returned for each individual task label (e.g. if model predicts y_1 and y_2, we obtain separate Shapley values for y_1 and y_2).ClassificationTreemodels follow the same implementation as regression trees but are based on numeric class labels.